# Qwestly Bot (GitHub App) `qwestly` is a GitHub App that lets devel…

# Qwestly Orchestration Plan — Concrete Proposal > A specific, actio…

# Summary: "Your Resume Is Irrelevant" Source: https://freedium-mirror.cfd/write-a-catalyst/why-fix-your-resume-is-the-worst-advice-for-you-5ae5b5c78764 ## Core Message The article argues that resu

…and compliance controls. ## Current Repository Structure Qwestly operates **separate repositories** (not a monorepo): - **qw…

# Skip Vercel deployment for a single commit If you only want to prevent a specific push from deploying, configure a **Custom Ignored Build Step** in the Vercel project so builds are skipped when the

# LinkedIn Profile API: FreshData Pricing Impact Assessment **Date:** June 9, 2026 **Author:** Dom **Asana:** [Audit LinkedIn profile API includes and assess FreshData pricing impact](https://app.asa

…This document outlines the API endpoint structure for the Qwestly platform, following RESTful principles while implementing s…

…ntion | |------|------------| | **Environment variable** | `QWESTLY_SERVICE_API_KEY` (shared across projects; expose it whereve…

# API Request Client Documentation This is a TypeScript utility that provides a clean, type-safe interface for making HTTP requests to your API endpoints. It includes built-in error handling, respons

# API Routes Guide NextJS provides a flexible way to create API endpoints using the App Router through route handlers. These are defined in your `app/api` directory and allow you to create serverless

…nged files and a summary comment on the PR — all under the `qwestly[bot]` identity. Comments appear from `qwestly[bot]` becaus…

…ent outlines the complete workflow for contributing code to Qwestly projects, from feature development through deployment. ##…

…architectural patterns and organizational structure for the Qwestly codebase, with particular emphasis on the distinction betwe…

# Git Hooks Auto-Install With npm `prepare` This guide shows a general pattern for auto-installing Git hooks when developers run `npm install`. ## Why this works - Git hooks run automatically on Gi

# Engineering Documentation Welcome to Qwestly's engineering documentation. This section contains all tech…

…kedIn profile data. Results are processed and stored in the Qwestly candidate database. - RapidAPI endpoint: `freshdata-freshd…

…rofile data from LinkedIn profiles and saves it directly to Qwestly's candidate database. ## Overview The extension allows yo…

# Main applications and APIs This page summarizes Qwestly’s primary product and web repos—their roles, where APIs bel…

# Monitoring System Overview The Qwestly Monitoring System provides comprehensive real-time visibili…

# Monitoring API The Qwestly Monitoring API is a FastAPI-based backend service that prov…

# Status Dashboard The Qwestly Status Dashboard is a React-based real-time monitoring inte…

# Engineering Onboarding Guide Welcome to Qwestly! This guide will help you get up and running as an engineer…

# Operating Model Last updated: 4/24/26 ## Purpose This document defines how we ship software: one coherent change at a time, clear documentation, predictable review, and branches that match reali

…ls and Linkedin About generation. Both endpoints require **QWESTLY_SERVICE_API_KEY** authentication via the service gateway.…

# Server-Side Data Fetching with Client-Side Interactions Pattern ## Overview This pattern separates server-side data fetching from client-side interactions by using a `page.tsx` file for server-sid

…vs. Scoped Prompts The bite-sized interview will fold into qwestly-agent as a single conversation thread. System instructions…

# Email System Overview How emails are sent across the Qwestly ecosystem — covering four apps: `candidate/`, `candidate-ca…

…reates a new version. The editor shows a notification like "Qwestly rewrote this section — review the changes" with a diff view…

…his flow) > **Asana:** "Integrate drafts & documents into qwestly-agent" (relevant for grader feature) --- ## 1. System Ove…

…claim, delete) | | `src/app/admin/provision/[id]/provision-qwestly-card.tsx` | Qwestly card generation card | --- ## Service…

…n a confirmation page where their profile, preferences, and Qwestly card are already available — no redundant onboarding. ---…

# Qwestly Recruiting Pilot — Task Breakdown ## Feature Overview **W…

…gent Drafts & LinkedIn Profile Suggestion ## Overview The qwestly-agent can generate LinkedIn About sections using the same L…

…e tool calls, using prior results as context. | "Generate a Qwestly Card" → fetch LinkedIn data → analyze gaps → write sections…

…t system prompt has distinct sections: ```markdown You are Qwestly, a career agent assistant. [IDENTITY — one line] CAPABILIT…

…ith room to spare. --- ## 3. Estimating Your Runtime For Qwestly's typical request: ``` Step | Time (typ…

…tems. The goal is to help you pick the right foundation for Qwestly's orchestration layer. --- ## Quick Decision Matrix | Fr…

…c lives, how frameworks support it, and what this means for Qwestly's "update my profile" vs "tell me a fact" distinction. ---…

# Qwestly Agentic Orchestration — Research Docs > A collection of re…

…`get_profile` and a family of `edit_profile_*` tools to the Qwestly Agent > so users can view and update their structured profi…

# RAG & Tools Patterns for Qwestly > How to wire up retrieval-augmented generation and tool-c…

…rategy for agentic systems — with specific patterns for the Qwestly stack. --- ## 1. The Core Problem: Non-Determinism Tradi…

# Unstructured Memory — LLM-Managed Agent Memory > How Qwestly remembers things about users across conversations without r…

AI-Driven Job Matching: A Technical Walkthrough for Recruiting Products ======================================================================= Introduction ------------ In the rapidly evolving land

…partner services) that need **server-to-server** access to Qwestly Hire job data. It describes authentication, endpoints, quer…

…s document describes the authentication and signup flow for Qwestly Hire, including user signup, authorization checks, and acce…

…ctedCompanySearchInput` and related helpers) is **wired for qwestly-hire** (`CompanyAssignmentForm`, env, CSP, analytics). * Th…

…escribes **how the hire onboarding feature works today** in qwestly-hire: routes, gates, steps, APIs, UI shell, and debugging.…

…ion Control Centralized permission model for job access in qwestly-hire. Ensures users only see and interact with jobs they ar…

# Prompt Validation Contract: Job Analyzer > **Document Type:** Prompt Validation Contract > **Purpose:** Define expected behavior, test scenarios, and evaluation metrics for LLM prompt > **Statu

# MongoDB index update — strategy and scripts **Purpose:** *when* to sync indexes, *how* to run or add scripts, and *constraints* so implementations stay consistent with this repo. --- ## Mongodb I

# Job creation & matching: user journey (proposed) This document describes the **proposed** end-to-end user journey from signup to sharing a job for matching, with a single guiding question to reduce

# Unify external job search auth with companies ## Current gap | Area | Today

**QWESTLY EMPLOYMENT AGREEMENT AND CONFIDENTIALITY TERMS** **This Ag…

# QWESTLY FAMILY AND MEDICAL LEAVE POLICY **Effective Date:** Septem…

…ove their name and display information. 1. Go to **https://qwestlyworkspace.slack.com/admin** 2. Find the departing engineer i…

…_______ - [ ] **GitHub Organization** - [ ] Removed from Qwestly organization - [ ] Repository access revoked - [ ] Any…

…licable - [X] **GitHub Organization** - [X] Removed from Qwestly organization - [X] Repository access revoked - [X] Any…

…equired - [X] **GitHub Organization** - [X] Removed from Qwestly organization - [X] Repository access revoked - [X] Any…

…equired - [X] **GitHub Organization** - [X] Removed from Qwestly organization - [X] Repository access revoked - [X] Paid…

# Adam Boender *(last updated 2026-05-29)* *Co-founder at Qwestly. Email: adam@qwestly.com* --- ## Personal ### Background…

# Cohen *(last updated 2026-05-29)* *High school intern at Qwestly. GitHub: CohenRus* --- ## Overview Cohen joined Qwestly…

# QWESTLY INTERNSHIP AGREEMENT **This Agreement** is between Qwestly…

…erations, and API development to contribute meaningfully to Qwestly's backend systems. --- ## **Week 1: JavaScript Foundation…

…ll - Summer Backend Engineering Internship ## **Welcome to Qwestly!** This 5-week program is designed to take you from JavaScr…

# Cohen - WA State student employment * Rate: $18/hr * WA state for workers 16 or older, minimum wage is $16.66/hr effective 1/1/25 * college enegineering interns averages $20/hr * Hours of work l

# David Hsu *(last updated 2026-05-29)* *Engineer at Qwestly. Started as intern Jul 2025 → full-time Jan 2026.* --- ##…

…nick Pham *(last updated 2026-05-29)* *Co-founder & CTO at Qwestly. dominick@qwestly.com* **Scope:** Professional impact, tec…

…rt with data modeling discussions and excitement about your Qwestly Profile architecture challenges - Used tools like Figma w…

…aboration** - She seemed excited about your mention of the "Qwestly Profile" data model. Test her ability to: - Think sys…

# Vela *(last updated 2026-05-29)* *Engineer at Qwestly. Joined March 2025.* --- ## Personal ### Background - **…

# QWESTLY VACATION POLICY **Effective Date:** September 8, 2025 **…

…s.corp.delaware.gov/ecorp/FieldDesc.aspx#ENTITY%20NAME) | **QWESTLY, INC.** | | [Entity Kind:](https://icis.corp.delaware.gov/e…

…cretary of State Business License ✅ https://www.sos.wa.gov/ Qwestly, Inc. UBI: 606-005-761 Linked to * Department of Revenue (D…

…* Internal Use ## Executive Summary This document defines Qwestly's API key management policy, including key creation, rotati…

…e ## Executive Summary This document provides evidence of Qwestly's implementation of a comprehensive authentication strategy…

…ion of SOC2 Type II compliance documents and evidence for **Qwestly**, an early-stage pre-seed startup with fewer than 10 emplo…

…ocess for the **Security review** tab on a vendor page (`/c/qwestly.com/vendors/{id}/security-review`). ### Step 1: Open the U…

…Internal Use ## Executive Summary This document describes Qwestly's public change log (release notes), which communicates pro…

…ternal Use ## Purpose This document tracks all changes to Qwestly's SOC2 compliance documentation. Each entry records what ch…

…ore merging - Required status checks by repository: #### qwestly-app (Main Application) - `security-scan` - Trivy vulnerabil…

# CI/CD System Documentation for SOC2 Compliance **Qwestly, Inc.** **Date:** July 1, 2025 **Document Version:** 2.…

See [AGENTS.md](AGENTS.md).

…### Access Control: - Admin-only deletion functionality - @qwestly.co email verification - Authentication required for all ope…

…Data Deletion Process ## Overview This document outlines Qwestly's comprehensive user data deletion process designed to meet…

# User Deletion Test Qwestly has not received a formal customer data deletion request. T…

…|------|-------|------|-------------| | Dominick | dominick@qwestly.com | Owner | Full administrative access, can manage all pr…

…|------|-------|------|-------------| | Dominick | dominick@qwestly.com | Owner | Full administrative access, can manage all pr…

…- SOC2 Evidence **Date:** June 2026 ## Executive Summary Qwestly runs a hybrid CI/CD pipeline: **GitHub Actions** handles se…

# CI/CD Evidence Evidence supporting the **CI/CD system in use** Vanta control. See the narrative doc: [`../../ci-cd-system-in-use.md`](../../ci-cd-system-in-use.md). | File | What it shows | Status

…Date** | 2026-05-20 | | **Owner** | Dominick Pham (dominick@qwestly.com) | | **Classification** | Internal — SOC2 Evidence | #…

…Date** | 2026-05-20 | | **Owner** | Dominick Pham (dominick@qwestly.com) | | **Classification** | Internal — SOC2 Evidence | #…

# Third Party Vulnerability Scan Scope — Vercel **Status:** N/A — Covered by Vercel's Third-Party Penetration Testing Our application is deployed on Vercel. As the infrastructure provider, Vercel co

…f Scan: 6/28/2026 · Scanner: Nessus Essentials · Scope: www.qwestly.com_ ## Findings Summary - Critical: 0 - High: 0 - Medi…

…3/27/2026 - **Scanner:** Nessus Essentials - **Scope:** www.qwestly.com ## Findings Summary | Severity | Count | |----------|…

…ed VAPI dashboard accessible again and interview feature on Qwestly restored - Updated OpenAI API key in VAPI dashboard ### Fo…

…t **Classification:** Internal Use ## Executive Summary Qwestly has implemented a comprehensive, automated log management a…

…ol mapping ## Control Mapping Overview This document maps Qwestly's log management and retention system to specific SOC2 Trus…

…e ## Executive Summary This document provides evidence of Qwestly's implementation of comprehensive log management and retent…

…gs from Supabase Logflare and shipped them to AWS S3. Since Qwestly no longer uses Supabase for any services (see [api-python S…